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Updated weekly · Last refresh Oct 17

EPAM Systems MLOps Engineer Interview Questions

The questions to prepare for a EPAM Systems MLOps Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
PipelinesStart here. 2 questions · ~16 min
CI/CD for ML WorkflowsHard

Design a reproducible CI/CD pipeline that tests, packages, deploys, promotes, and rolls back machine learning workflows.

InfrastructureCI/CDAutomationEPAM Systems
Model Versioning and UpdatesHard

Design a production pipeline for versioning, validating, deploying, monitoring, and rolling back machine learning models.

Data QualityInfrastructuredata pipelinesEPAM Systems
2
Model Evaluation1 question · ~8 min
Monitor Production Model PerformanceHard

Approach for monitoring a model in production and spotting drift, threshold issues, and calibration loss.

PrecisionAccuracyRecallEPAM Systems

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3
Behavioral & Leadership2 questions · ~16 min
Mentoring in Cross-Functional TeamsHard

Tests mentorship, collaboration, prioritization, and influence across a fast-moving engineering team.

MentorshipteamworkadaptabilityEPAM Systems
Restoring Production Under Deadline PressureMedium

Tests ownership and prioritization during a time-sensitive production issue, including stakeholder coordination and measurable recovery.

production issuesProblem SolvingOwnershipEPAM Systems
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